219 of these skill files have been read, by 230 distinct authors, and what they tell an agent counted. What Data analysis authors agree on, and what they forbid

• 781

  Regression model evaluation mae metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-model-evaluation-mae-metrics · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 782

  Regression model evaluation metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-model-evaluation-metrics · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 783

  Regression model training comparison

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-model-training-comparison · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 784

  Regression model validation quantification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-model-validation-quantification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 785

  Regression performance evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-performance-evaluation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 786

  Regression performance metric computation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/regression-performance-metric-computation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 787

  Retention time abundance correlation visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-abundance-correlation-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 788

  Retention time calibration lowess regression

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-calibration-lowess-regression · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 789

  Retention time calibration via lowess regression

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-calibration-via-lowess-regression · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 790

  Retention time indexed spectral aggregation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-indexed-spectral-aggregation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 791

  Retention time regression output specification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/retention-time-regression-output-specification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 792

  Robust regression gam fitting

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/robust-regression-gam-fitting · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 793

  Root mean squared error regression evaluation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/root-mean-squared-error-regression-evaluation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 794

  Sample relationship visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/sample-relationship-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 795

  Score distribution visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/score-distribution-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 796

  Search result visualization across domains

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/search-result-visualization-across-domains · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 797

  Shiny plot export configuration

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/shiny-plot-export-configuration · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 798

  Software regression testing

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/software-regression-testing · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 799

  Spearman correlation statistical analysis

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spearman-correlation-statistical-analysis · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 800

  Spectral annotation and overlay visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-annotation-and-overlay-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 801

  Spectral data visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-data-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 802

  Spectral peak visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-peak-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 803

  Spectral result visualization verification

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-result-visualization-verification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 804

  Spectral visualization and result interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectral-visualization-and-result-interpretation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 805

  Spectrum visualization and figure rendering

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/spectrum-visualization-and-figure-rendering · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 806

  Statistical distribution visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/statistical-distribution-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 807

  Statistical visualization multi group

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/statistical-visualization-multi-group · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 808

  Summary visualization artifact generation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/summary-visualization-artifact-generation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 809

  Tabular data transformation with pandas

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/tabular-data-transformation-with-pandas · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 810

  Time and memory complexity visualization

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/time-and-memory-complexity-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 811

  Treemap visualization construction

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/treemap-visualization-construction · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 812

  Univariate statistical analysis interpretation

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/univariate-statistical-analysis-interpretation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 813

  Visualization comparative performance metrics

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/visualization-comparative-performance-metrics · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 814

  Visualization format conversion

  HolobiomicsLab/asb-skill-collections/collections/metabolomics/v2/skills/visualization-format-conversion · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 815

  Gsea result interpretation visualization

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/gsea-result-interpretation-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 816

  Ma plot visualization and interpretation

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/ma-plot-visualization-and-interpretation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 817

  Multiple testing correction visualization

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/multiple-testing-correction-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 818

  Reduction plot interpretation and visualization

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/reduction-plot-interpretation-and-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 819

  Umap embedding visualization

  HolobiomicsLab/asb-skill-collections/collections/transcriptomics/v1/skills/umap-embedding-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 820

  Interactive spectral visualization emperor

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/interactive-spectral-visualization-emperor · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 821

  Mirror plot visualization for spectrum comparison

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ce-ms/skills/mirror-plot-visualization-for-spectrum-comparison · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 822

  Diversity visualization by treatment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/direct-infusion/skills/diversity-visualization-by-treatment · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 823

  Ion chromatogram mobilogram visualization and interpretation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ion-chromatogram-mobilogram-visualization-and-interpretation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 824

  Ion mobility heatmap visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ion-mobility-heatmap-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 825

  Ion mobility mobilogram visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/ion-mobility-mobilogram-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 826

  Jupyter notebook development python

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/jupyter-notebook-development-python · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 827

  Jupyter notebook workflow execution

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/jupyter-notebook-workflow-execution · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 828

  Mass accuracy alignment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mass-accuracy-alignment · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 829

  Mass spectrometry data visualization pandas

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mass-spectrometry-data-visualization-pandas · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 830

  Mass spectrum visualization

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mass-spectrum-visualization · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 831

  Matplotlib bokeh plotly backend switching

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/matplotlib-bokeh-plotly-backend-switching · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 832

  Multi backend visualization abstraction

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/multi-backend-visualization-abstraction · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 833

  Mzml data parsing pymzml pyopenms

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/mzml-data-parsing-pymzml-pyopenms · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 834

  Pandas dataframe column specification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/pandas-dataframe-column-specification · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 835

  Peakmap visualization generation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/peakmap-visualization-generation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 836

  Polynomial regression quality assessment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/polynomial-regression-quality-assessment · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 837

  Regression metric computation and comparison

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-metric-computation-and-comparison · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 838

  Regression metric computation rmse mae r2

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-metric-computation-rmse-mae-r2 · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 839

  Regression model evaluation metrics

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-model-evaluation-metrics · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 840

  Regression performance metric computation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ion-mobility/skills/regression-performance-metric-computation · Skill

  15★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder